ollama/runner/ollamarunner/cache_test.go
Jesse Gross ed443a0393 Runner for Ollama engine
This provides integration with the new Ollama engine
(5824541 next ollama runner (#7913)) and the rest of the Ollama
infrastructure such as the runner and Ollama server.

In addition, it also builds out the KV cache infrastructure to
support requirements of how Ollama runs models such as:
 - Parallel processing
 - Memory management for defragmentation and shifting
 - Multi-modal modals

Both old and new engines continue to be supported. By default, only
the old engine is used. To enable the new engine:

Start the server with the OLLAMA_NEW_ENGINE environment variable set:
OLLAMA_NEW_ENGINE=1 ./ollama serve

Start a model that is supported by the Ollama engine. This one is Llama 3.1 8b Q4_K_M:
./ollama run jessegross/llama3.1
2025-02-13 17:09:26 -08:00

291 lines
6.3 KiB
Go

package ollamarunner
import (
"image"
"testing"
"time"
)
func TestCountCommon(t *testing.T) {
imgA := image.NewRGBA(image.Rect(0, 0, 100, 100))
imgB := image.NewRGBA(image.Rect(0, 0, 50, 50))
imgC := image.NewRGBA(image.Rect(50, 50, 100, 100))
tests := []struct {
name string
t1 []input
t2 []input
expected int32
}{
{
name: "Equal",
t1: []input{{token: 1}, {token: 2}, {token: 3}},
t2: []input{{token: 1}, {token: 2}, {token: 3}},
expected: 3,
},
{
name: "Prefix",
t1: []input{{token: 1}},
t2: []input{{token: 1}, {token: 2}, {token: 3}},
expected: 1,
},
{
name: "Image Prefix",
t1: []input{{image: imgA}},
t2: []input{{image: imgA}, {image: imgB}, {image: imgC}},
expected: 1,
},
{
name: "Mixed",
t1: []input{{token: 1}, {image: imgA}},
t2: []input{{token: 1}, {image: imgA}, {token: 5}},
expected: 2,
},
{
name: "Empty",
t1: []input{},
t2: []input{{token: 1}, {token: 2}, {token: 3}},
expected: 0,
},
{
name: "Both Empty",
t1: []input{},
t2: []input{},
expected: 0,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
result := countCommonPrefix(tt.t1, tt.t2)
if result != tt.expected {
t.Errorf("countCommonPrefix(%v, %v): have %v; want %v", tt.t1, tt.t2, result, tt.expected)
}
})
}
}
func TestFindCacheSlot(t *testing.T) {
type expected struct {
result int
len int32
}
tests := []struct {
name string
cache InputCache
prompt []input
longest expected
best expected
}{
{
name: "Empty",
cache: InputCache{slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{},
InUse: false,
lastUsed: time.Time{},
},
{
Id: 1,
Inputs: []input{},
InUse: false,
lastUsed: time.Time{},
},
}},
prompt: []input{{token: 1}},
longest: expected{result: 0, len: 0},
best: expected{result: 0, len: 0},
},
{
name: "Extend",
cache: InputCache{slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{{token: 1}},
InUse: false,
lastUsed: time.Now().Add(-time.Second),
},
{
Id: 1,
Inputs: []input{{token: 1}, {token: 2}},
InUse: false,
lastUsed: time.Now().Add(-2 * time.Second),
},
}},
prompt: []input{{token: 1}, {token: 2}},
longest: expected{result: 1, len: 2},
best: expected{result: 1, len: 2},
},
{
name: "New",
cache: InputCache{slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{{token: 1}, {token: 2}},
InUse: false,
lastUsed: time.Now().Add(-time.Second),
},
{
Id: 1,
Inputs: []input{},
InUse: false,
lastUsed: time.Time{},
},
}},
prompt: []input{{token: 2}},
longest: expected{result: 0, len: 0},
best: expected{result: 1, len: 0},
},
{
name: "Fork",
cache: InputCache{
slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{{token: 1}, {token: 2}},
InUse: false,
lastUsed: time.Now().Add(-time.Second),
},
{
Id: 1,
Inputs: []input{},
InUse: false,
lastUsed: time.Time{},
},
},
},
prompt: []input{{token: 1}},
longest: expected{result: 0, len: 1},
best: expected{result: 1, len: 1},
},
{
name: "Evict",
cache: InputCache{slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{{token: 1}},
InUse: false,
lastUsed: time.Now().Add(-time.Second),
},
{
Id: 1,
Inputs: []input{{token: 1}, {token: 2}},
InUse: false,
lastUsed: time.Now().Add(-2 * time.Second),
},
}},
prompt: []input{{token: 2}, {token: 3}},
longest: expected{result: 0, len: 0},
best: expected{result: 1, len: 0},
},
{
name: "In use",
cache: InputCache{slots: []InputCacheSlot{
{
Id: 0,
Inputs: []input{{token: 1}, {token: 2}},
InUse: true,
lastUsed: time.Now().Add(-time.Second),
},
{
Id: 1,
Inputs: []input{{token: 1}},
InUse: false,
lastUsed: time.Now().Add(-2 * time.Second),
},
}},
prompt: []input{{token: 1}, {token: 2}},
longest: expected{result: 1, len: 1},
best: expected{result: 1, len: 2},
},
}
for _, tt := range tests {
t.Run("Longest-"+tt.name, func(t *testing.T) {
result, resultLen, err := tt.cache.findLongestCacheSlot(tt.prompt)
if err != nil {
t.Errorf("findLongestCacheSlot: err %v", err)
} else if result.Id != tt.longest.result || resultLen != tt.longest.len {
t.Errorf("findLongestCacheSlot: slot have %v, want %v len have %v, want %v",
result.Id, tt.longest.result, resultLen, tt.longest.len)
}
})
}
for _, tt := range tests {
t.Run("Best-"+tt.name, func(t *testing.T) {
result, resultLen, err := tt.cache.findBestCacheSlot(tt.prompt)
if err != nil {
t.Errorf("findBestCacheSlot: err %v", err)
} else if result.Id != tt.best.result || resultLen != tt.best.len {
t.Errorf("findBestCacheSlot: slot have %v, want %v len have %v, want %v",
result.Id, tt.best.result, resultLen, tt.best.len)
}
})
}
}
func TestShiftDiscard(t *testing.T) {
tests := []struct {
name string
numCtx int32
numKeep int32
inputLen int32
expected int32
}{
{
name: "Shift",
numCtx: 2048,
numKeep: 5,
inputLen: 2048,
expected: 1021,
},
{
name: "Max Keep",
numCtx: 2048,
numKeep: 2047,
inputLen: 2048,
expected: 1,
},
{
name: "No Keep",
numCtx: 2048,
numKeep: 0,
inputLen: 2048,
expected: 1024,
},
{
name: "Truncate",
numCtx: 2048,
numKeep: 5,
inputLen: 5000,
expected: 3973,
},
{
name: "Truncate Keep",
numCtx: 2048,
numKeep: 2047,
inputLen: 5000,
expected: 2953,
},
{
name: "No Op",
numCtx: 2048,
numKeep: 5,
inputLen: 512,
expected: 0,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
c := InputCache{numCtx: tt.numCtx}
result := c.ShiftDiscard(tt.inputLen, tt.numKeep)
if result != tt.expected {
t.Errorf("shiftDiscard(ctx: %v, keep: %v input: %v): have %v; want %v", tt.numCtx, tt.numKeep, tt.inputLen, result, tt.expected)
}
})
}
}